Assessing Soil Organic Carbon Stock Dynamics under Future Climate Change Scenarios in the Middle Qilian Mountains

被引:6
|
作者
Liu, Wei [1 ]
Zhu, Meng [1 ]
Li, Yongge [1 ]
Zhang, Jutao [1 ]
Yang, Linshan [1 ]
Zhang, Chengqi [1 ]
机构
[1] Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources, Key Lab Ecohydrol Inland River Basin, Lanzhou 730000, Peoples R China
来源
FORESTS | 2021年 / 12卷 / 12期
关键词
soil organic carbon; climate change; subalpine shrub-meadow zone; machine learning; the Qilian Mountains; EARTH SYSTEM MODEL; SPATIAL-DISTRIBUTION; ENVIRONMENTAL CONTROLS; CHANGE PROJECTIONS; HEIHE RIVER; REGION; PATTERNS; STORAGE; LOSSES; CHINA;
D O I
10.3390/f12121698
中图分类号
S7 [林业];
学科分类号
0829 ; 0907 ;
摘要
Soil organic carbon (SOC) simply cannot be managed if its amounts, changes and locations are not well known. Thus, evaluations of the spatio-temporal dynamics of SOC stock under future climate change are crucial for the adaptive management of regional carbon sequestration. Here, we evaluated the dynamics of SOC stock to a 60 cm depth in the middle Qilian Mountains (1755-5051 m a.s.l.) by combining systematic measurements from 138 sampling sites with a machine learning model. Our results reveal that the combination of systematic measurements with the machine learning model allowed spatially explicit estimates of SOC change to be made. The average SOC stock in the middle Qilian Mountains was expected to decrease under future climate change, while the size and direction of SOC stock changes seemed to be elevation-dependent. Specifically, in comparison with the 2000s, the mean annual precipitation was projected to increase by 18.37, 19.80 and 30.80 mm, and the mean annual temperature was projected to increase by 1.9, 2.4 and 2.9 degrees C under the Representative Concentration Pathway (RCP) 2.6 (low-emissions pathway), RCP4.5 (low-to-moderate-emissions pathway), and RCP8.5 (high-emissions pathway) scenarios by the 2050s, respectively. Accordingly, the area-weighted SOC stock and total storage for the whole study area were estimated to decrease by 0.43, 0.63 and 1.01 kg m(-)(2) and 4.55, 6.66 and 10.62 Tg under the RCP2.6, RCP4.5 and RCP8.5 scenarios, respectively. In addition, the mid-elevation zones (3100-3900 m), especially the subalpine shrub-meadow Mollic Leptosols, were projected to experience the most intense carbon loss. However, the higher elevation zones (>3900 m), especially the alpine desert zone, were characterized by significant carbon accumulation. As for the low-elevation zones (<2900 m), SOC was projected to be less varied under future climate change scenarios. Thus, the mid-elevation zones, especially the subalpine shrub-meadows and Mollic Leptosols, should be given priority in terms of reducing CO2 emissions in the Qilian Mountains.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Responses of soil organic carbon to climate change in the Qilian Mountains and its future projection
    Li, Huiwen
    Wu, Yiping
    Chen, Ji
    Zhao, Fubo
    Wang, Fan
    Sun, Yuzhu
    Zhang, Guangchuang
    Qiu, Linjing
    [J]. JOURNAL OF HYDROLOGY, 2021, 596
  • [2] Simulating Soil Organic Carbon Dynamics under Climate Change Scenarios in an Arid Ecosystem
    Derakhshan, Farhad
    Abdi, Nourollah
    Toranjzar, Hamid
    Ahmadi, Abbas
    [J]. POLISH JOURNAL OF ENVIRONMENTAL STUDIES, 2021, 30 (03): : 2063 - 2072
  • [3] Assessing soil organic carbon stock of Wisconsin, USA and its fate under future land use and climate change
    Adhikari, Kabindra
    Owens, Phillip R.
    Libohova, Zamir
    Miller, David M.
    Wills, Skye A.
    Nemecek, Jason
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 667 : 833 - 845
  • [4] Grassland contribution to soil organic carbon stock under climate change scenarios in Basque Country (Spain)
    Doblas-Rodrigo, Alvaro
    Gallejones, Patricia
    Artetxe, Ainara
    Rosa, Eduardo
    del Hierro, Oscar
    Merino, Pilar
    [J]. REGIONAL ENVIRONMENTAL CHANGE, 2022, 22 (01)
  • [5] Grassland contribution to soil organic carbon stock under climate change scenarios in Basque Country (Spain)
    Álvaro Doblas-Rodrigo
    Patricia Gallejones
    Ainara Artetxe
    Eduardo Rosa
    Óscar del Hierro
    Pilar Merino
    [J]. Regional Environmental Change, 2022, 22
  • [6] Influence of Vegetation Coverage and Climate Environment on Soil Organic Carbon in the Qilian Mountains
    Qiaozhuo Wan
    Guofeng Zhu
    Huiwen Guo
    Yu Zhang
    Hanxiong Pan
    Leilei Yong
    Huiying Ma
    [J]. Scientific Reports, 9
  • [7] Influence of Vegetation Coverage and Climate Environment on Soil Organic Carbon in the Qilian Mountains
    Wan, Qiaozhuo
    Zhu, Guofeng
    Guo, Huiwen
    Zhang, Yu
    Pan, Hanxiong
    Yong, Leilei
    Ma, Huiying
    [J]. SCIENTIFIC REPORTS, 2019, 9 (1)
  • [8] Potential future changes in soil carbon dynamics in the Ziwuling Forest, China under different climate change scenarios
    Qu, Ruosong
    Chen, Shiyi
    Wang, Kefeng
    Liu, Qiuyu
    Yang, Bin
    Yue, Ming
    Peng, Changhui
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 912
  • [9] Impacts of Climate and Land Cover on Soil Organic Carbon in the Eastern Qilian Mountains, China
    Zhou, Junju
    Xue, Dongxiang
    Lei, Li
    Wang, Lanying
    Zhong, Guoshuang
    Liu, Chunfang
    Xiang, Juan
    Huang, Meihua
    Feng, Wei
    Li, Qiaoqiao
    Zhao, Yaru
    Zhu, Guofeng
    [J]. SUSTAINABILITY, 2019, 11 (20)
  • [10] Modeling distribution of Mediterranean beech forests and soil carbon stock under climate change scenarios
    Innangi, Michele
    d'Alessandro, Francesco
    Fioretto, Antonietta
    Di Febbraro, Mirko
    [J]. CLIMATE RESEARCH, 2015, 66 (01) : 25 - 36